Triple

T10090625
Position Surface form Disambiguated ID Type / Status
Subject B. P. Schulberg E215332 entity
Predicate alsoKnownAs P39 FINISHED
Object Ben Schulberg
Ben Schulberg was an American film producer and studio executive active during the early Hollywood era.
 E882915 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ben Schulberg | Statement: [B. P. Schulberg, alsoKnownAs, Ben Schulberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Schulberg
Context triple: [B. P. Schulberg, alsoKnownAs, Ben Schulberg]
  • A. Andy Shernoff
    Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
  • B. Matthew Salsberg
    Matthew Salsberg is a television writer and producer best known for his work on the dark comedy series "Weeds."
  • C. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • D. Dan Shulman
    Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
  • E. Adam Siegel
    Adam Siegel is a film producer known for his work on action and genre movies, including the 2008 thriller "Wanted."
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ben Schulberg
Triple: [B. P. Schulberg, alsoKnownAs, Ben Schulberg]
Generated description
Ben Schulberg was an American film producer and studio executive active during the early Hollywood era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Schulberg
Target entity description: Ben Schulberg was an American film producer and studio executive active during the early Hollywood era.
  • A. Andy Shernoff
    Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
  • B. Matthew Salsberg
    Matthew Salsberg is a television writer and producer best known for his work on the dark comedy series "Weeds."
  • C. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • D. Dan Shulman
    Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
  • E. Adam Siegel
    Adam Siegel is a film producer known for his work on action and genre movies, including the 2008 thriller "Wanted."
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05960008190baecb8e4c9f2461f completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69de21d85ee08190adfab9926fea1709 completed April 14, 2026, 11:15 a.m.
NEDg Description generation batch_69de25d25474819081402b75ef7492f6 completed April 14, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69de2808244c8190bdb2d4d49f30e0d7 completed April 14, 2026, 11:42 a.m.
Created at: March 30, 2026, 9:01 p.m.